# HUSTLERS KUNG FU LIVE (@hustlerskungfulive) on youtube

- id: koinon:creator:youtube_hustlerskungfulive
- url: https://koinonlink.com/kol/youtube/hustlerskungfulive
- schema_version: 1.4

## Identity
- platform: youtube
- handle: hustlerskungfulive
- platform_url: https://www.youtube.com/@hustlerskungfulive
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 143000
- posts_observed: 5
- verified: false
- size_tier: kol

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI tools for pitching, deal-making and income generation, Payment processing problems and fixes for course/product sal, Building real economics and scrapping low-value content, Dating advice for superior independent men, AI's impact on individual power and skill barriers
- bio: Hustlers Kung Fu Live is where entrepreneurs learn the real game of business. Here, we break down how money works, how ...

## Audience (inferred)
- status: present
- description: Male entrepreneurs and online hustlers focused on building income streams, using AI tools, and navigating personal life as independent men
- roles: general_ai
- seniority: practitioner
- pain_points: Payment processors like Stripe and PayPal freezing or holding large sums unexpectedly, Struggling to build sustainable economics before scaling content or offers, Figuring out how to use AI to land brand deals and generate real revenue without losing execution edge, Balancing high-performance hustling with dating and relationships as an independent man
- posts_analysed: 15
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [youtube_hustlerskungfulive#c798daa3] Woman in her 30s   I m tapping out  of hustling for a partner (https://www.youtube.com/@hustlerskungfulive)
- [youtube_hustlerskungfulive#4791ebb5] Why I m scrapping old content   we must build economics first
- [youtube_hustlerskungfulive#d23c37d1] New book release  How to Date the Woman You Will Marry   signup bonus
- [youtube_hustlerskungfulive#85e2f688] Become a superior  independent man   dating vs coexisting
- [youtube_hustlerskungfulive#1e42f030] Free Merch for Buyers — Hustler Kung Fu Gear Announcement
- [youtube_hustlerskungfulive#f31d820d] ChatGPT calmed me after a $50K Stripe panic
- [youtube_hustlerskungfulive#22b89dfd] How AI erases skill and execution barriers
- [youtube_hustlerskungfulive#59920407] How ChatGPT helped me open up — and the backlash

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=75, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=91, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=youtube_hustlerskungfulive
- Request removal: https://koinonlink.com/claim?k=youtube_hustlerskungfulive
- Terms: https://koinonlink.com/for-ai